SlideShare une entreprise Scribd logo
1  sur  18
Flooding, Public Parks, & Marshes
| Daniel Cazap | Paul Cho | Joe McLaughlin | Radu Stancut |
Christopher Tull
Spatial Analytics
Final Project
5.13.2015
In response to the unforeseen damages from Hurricane
Sandy, New York State announced a program pursuant to
which the State would purchase highly vulnerable properties,
tear down existing structures, and convert such properties
into permanent open space.
Resiliency Initiative
Can we create a tool to help
New York State find groupings
of “at risk” properties that
qualify for its Smart Home
Buyout Program?
Problem Statement
● Program budget limited to $171 million
● Absence of data about individual housing units that sustained damage
● Real world constraints and externalities
(Resident consent, property proximity)
Constraints
NYC Floodplain
from ‘FEMA’
Building ‘Basemap’: Floodplain
Building Age
Lot Type
Land Usage
Number of Floors
Proximity Code
Owner
Before 1983
Waterfront, Island, or
Submerged
Vacancy
Detached Housing
One and Two Story Homes
+
City, State, Federal
Observed Attributes
Wetlands in New York State
from ‘National Wetlands Inventory’
Clip ‘Wetlands’ for
New York City
Building ‘Basemap’: Wetlands [Marshes]
Waterfront Parks
+ PAWS (Publicly Accessible Waterfront Spaces)
+ Parks
Building ‘Basemap’: Parks
Site Selection: Criteria
Identify high-risk properties:
● Far from existing parks
○ Provide recreation space
○ Improve park equity
● Near existing wetlands
○ Minimize habitat fragmentation
○ Promote species diversity
Lehtinen, R. M., Galatowitsch, S. M., & Tester, J. R. (1999). Consequences of habitat loss
and fragmentation for wetland amphibian assemblages.Wetlands, 19(1), 1-12.
Site Selection: Result
> 1700 ft. from a park
AND
< 1000 ft. from a wetland
Region of Interest:
Hamilton Beach, Queens
● High-risk, single-family
homes
● Next to existing wetland
● Relatively inexpensive
land ($26.6M based on
Zillow zestimates)
Constructed wetlands
Industrial Synergy?
Identified by Both Tools
Parks and Marshland Proximity Tool Factory Proximity Tool
Income Considerations
Density Considerations
Conclusions & Next Steps
➢ Floods are real and costly risks faced by many NY’ers; Paid for by all.
➢ Limited Green Space
➢ Marshes Mitigate Industrial Runoff
➢ An opportunity for synergy
➢ The real world is messier than this analysis, especially when dealing with people’s homes.
Thank you / Q & A

Contenu connexe

Similaire à Flooding, public parks, & marshes

2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.
2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.
2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.Waheed Uddin
 
12 Lessons From Sandy
12 Lessons From Sandy12 Lessons From Sandy
12 Lessons From SandyAECOM
 
NJ Future Redevelopment Forum 2015 Marks
NJ Future Redevelopment Forum 2015 MarksNJ Future Redevelopment Forum 2015 Marks
NJ Future Redevelopment Forum 2015 MarksNew Jersey Future
 
NU Hurricane Katrian Seminar 2008
NU Hurricane Katrian Seminar 2008NU Hurricane Katrian Seminar 2008
NU Hurricane Katrian Seminar 2008David Donohue
 
noaa_csc1231455445156555455656666566.ppt
noaa_csc1231455445156555455656666566.pptnoaa_csc1231455445156555455656666566.ppt
noaa_csc1231455445156555455656666566.pptPapuKumarNaik1
 
Assignment 1_Case Study: Tornado
Assignment 1_Case Study: TornadoAssignment 1_Case Study: Tornado
Assignment 1_Case Study: Tornadotalipb
 
Introducing the LEED Resilient Design Pilot Credits
Introducing the LEED Resilient Design Pilot CreditsIntroducing the LEED Resilient Design Pilot Credits
Introducing the LEED Resilient Design Pilot Creditsjuliekannai
 
Bem presentation London Envirosec 2008
Bem presentation London Envirosec 2008Bem presentation London Envirosec 2008
Bem presentation London Envirosec 2008Iphimedia LC
 
Coastal Urban DEM project - Mapping the vulnerability of Australia's Coast
Coastal Urban DEM project - Mapping the vulnerability of Australia's CoastCoastal Urban DEM project - Mapping the vulnerability of Australia's Coast
Coastal Urban DEM project - Mapping the vulnerability of Australia's CoastFungis Queensland
 
Conundrum point
Conundrum pointConundrum point
Conundrum pointStu Barnes
 
Biodiversity loss and nature-based solutions: A view from re/insurance
Biodiversity loss and nature-based solutions:  A view from re/insuranceBiodiversity loss and nature-based solutions:  A view from re/insurance
Biodiversity loss and nature-based solutions: A view from re/insuranceCesar Henrique Arrais
 
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - Nederhoff
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - NederhoffDSD-INT 2022 Projects with SFINCS overseas at Deltares USA - Nederhoff
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - NederhoffDeltares
 
Weather it Together - Lisa's Charrette Presentation
Weather it Together - Lisa's Charrette PresentationWeather it Together - Lisa's Charrette Presentation
Weather it Together - Lisa's Charrette PresentationLisa Craig
 

Similaire à Flooding, public parks, & marshes (20)

Land Value Capture Examples
Land Value Capture ExamplesLand Value Capture Examples
Land Value Capture Examples
 
Future of Flood
Future of FloodFuture of Flood
Future of Flood
 
2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.
2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.
2017 MAIREINFRA Conference, Seoul, South Korea, July 19-21.
 
12 Lessons From Sandy
12 Lessons From Sandy12 Lessons From Sandy
12 Lessons From Sandy
 
NJ Future Redevelopment Forum 2015 Marks
NJ Future Redevelopment Forum 2015 MarksNJ Future Redevelopment Forum 2015 Marks
NJ Future Redevelopment Forum 2015 Marks
 
NU Hurricane Katrian Seminar 2008
NU Hurricane Katrian Seminar 2008NU Hurricane Katrian Seminar 2008
NU Hurricane Katrian Seminar 2008
 
noaa_csc1231455445156555455656666566.ppt
noaa_csc1231455445156555455656666566.pptnoaa_csc1231455445156555455656666566.ppt
noaa_csc1231455445156555455656666566.ppt
 
Risk Assessment
Risk AssessmentRisk Assessment
Risk Assessment
 
Assignment 1_Case Study: Tornado
Assignment 1_Case Study: TornadoAssignment 1_Case Study: Tornado
Assignment 1_Case Study: Tornado
 
Superfund sites
Superfund sitesSuperfund sites
Superfund sites
 
Introducing the LEED Resilient Design Pilot Credits
Introducing the LEED Resilient Design Pilot CreditsIntroducing the LEED Resilient Design Pilot Credits
Introducing the LEED Resilient Design Pilot Credits
 
Crafting & Designing Programs by Practitioner's for a Safer Future
Crafting & Designing Programs by Practitioner's for a Safer FutureCrafting & Designing Programs by Practitioner's for a Safer Future
Crafting & Designing Programs by Practitioner's for a Safer Future
 
Bem presentation London Envirosec 2008
Bem presentation London Envirosec 2008Bem presentation London Envirosec 2008
Bem presentation London Envirosec 2008
 
Coastal Urban DEM project - Mapping the vulnerability of Australia's Coast
Coastal Urban DEM project - Mapping the vulnerability of Australia's CoastCoastal Urban DEM project - Mapping the vulnerability of Australia's Coast
Coastal Urban DEM project - Mapping the vulnerability of Australia's Coast
 
Conundrum point
Conundrum pointConundrum point
Conundrum point
 
Biodiversity loss and nature-based solutions: A view from re/insurance
Biodiversity loss and nature-based solutions:  A view from re/insuranceBiodiversity loss and nature-based solutions:  A view from re/insurance
Biodiversity loss and nature-based solutions: A view from re/insurance
 
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - Nederhoff
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - NederhoffDSD-INT 2022 Projects with SFINCS overseas at Deltares USA - Nederhoff
DSD-INT 2022 Projects with SFINCS overseas at Deltares USA - Nederhoff
 
Weather it Together - Lisa's Charrette Presentation
Weather it Together - Lisa's Charrette PresentationWeather it Together - Lisa's Charrette Presentation
Weather it Together - Lisa's Charrette Presentation
 
The Interdependencies of Events and Their Effect on Supply Chains
The Interdependencies of Events and Their Effect on Supply ChainsThe Interdependencies of Events and Their Effect on Supply Chains
The Interdependencies of Events and Their Effect on Supply Chains
 
Resiliency Options for Long Island Communities - John Cameron
Resiliency Options for Long Island Communities  - John CameronResiliency Options for Long Island Communities  - John Cameron
Resiliency Options for Long Island Communities - John Cameron
 

Plus de Radu Stancut

hail_market_analysis_2015
hail_market_analysis_2015hail_market_analysis_2015
hail_market_analysis_2015Radu Stancut
 
HHSAcceleratorProviderDataReport2015
HHSAcceleratorProviderDataReport2015HHSAcceleratorProviderDataReport2015
HHSAcceleratorProviderDataReport2015Radu Stancut
 
first_vehicle_safety_technology_report
first_vehicle_safety_technology_reportfirst_vehicle_safety_technology_report
first_vehicle_safety_technology_reportRadu Stancut
 
Defining Urban Waste(Memo)
Defining Urban Waste(Memo)Defining Urban Waste(Memo)
Defining Urban Waste(Memo)Radu Stancut
 
Visual Data Exploration of Parole Data with Tableau
Visual Data Exploration of Parole Data with TableauVisual Data Exploration of Parole Data with Tableau
Visual Data Exploration of Parole Data with TableauRadu Stancut
 
Perfunctory NBA Analysis
Perfunctory NBA AnalysisPerfunctory NBA Analysis
Perfunctory NBA AnalysisRadu Stancut
 
Data Science Methodology certificate
Data Science Methodology certificateData Science Methodology certificate
Data Science Methodology certificateRadu Stancut
 
NOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsNOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsRadu Stancut
 
Spatial Patterns of Urban Innovation and Productivity
Spatial Patterns of Urban Innovation and ProductivitySpatial Patterns of Urban Innovation and Productivity
Spatial Patterns of Urban Innovation and ProductivityRadu Stancut
 
Procuring for Innovation
Procuring for InnovationProcuring for Innovation
Procuring for InnovationRadu Stancut
 

Plus de Radu Stancut (11)

hail_market_analysis_2015
hail_market_analysis_2015hail_market_analysis_2015
hail_market_analysis_2015
 
HHSAcceleratorProviderDataReport2015
HHSAcceleratorProviderDataReport2015HHSAcceleratorProviderDataReport2015
HHSAcceleratorProviderDataReport2015
 
first_vehicle_safety_technology_report
first_vehicle_safety_technology_reportfirst_vehicle_safety_technology_report
first_vehicle_safety_technology_report
 
BusVizPoster-v2
BusVizPoster-v2BusVizPoster-v2
BusVizPoster-v2
 
Defining Urban Waste(Memo)
Defining Urban Waste(Memo)Defining Urban Waste(Memo)
Defining Urban Waste(Memo)
 
Visual Data Exploration of Parole Data with Tableau
Visual Data Exploration of Parole Data with TableauVisual Data Exploration of Parole Data with Tableau
Visual Data Exploration of Parole Data with Tableau
 
Perfunctory NBA Analysis
Perfunctory NBA AnalysisPerfunctory NBA Analysis
Perfunctory NBA Analysis
 
Data Science Methodology certificate
Data Science Methodology certificateData Science Methodology certificate
Data Science Methodology certificate
 
NOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsNOLA BlightStatus Demolitions
NOLA BlightStatus Demolitions
 
Spatial Patterns of Urban Innovation and Productivity
Spatial Patterns of Urban Innovation and ProductivitySpatial Patterns of Urban Innovation and Productivity
Spatial Patterns of Urban Innovation and Productivity
 
Procuring for Innovation
Procuring for InnovationProcuring for Innovation
Procuring for Innovation
 

Dernier

办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一F dds
 
BIODIVERSITY QUIZ ELIMINATION ROUND.pptx
BIODIVERSITY QUIZ ELIMINATION ROUND.pptxBIODIVERSITY QUIZ ELIMINATION ROUND.pptx
BIODIVERSITY QUIZ ELIMINATION ROUND.pptxROLANARIBATO3
 
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...Amil baba
 
Slide deck for the IPCC Briefing to Latvian Parliamentarians
Slide deck for the IPCC Briefing to Latvian ParliamentariansSlide deck for the IPCC Briefing to Latvian Parliamentarians
Slide deck for the IPCC Briefing to Latvian Parliamentariansipcc-media
 
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作f3774p8b
 
Title-Role of forestry in restoration of degraded lands.pptx
Title-Role of forestry in restoration of degraded lands.pptxTitle-Role of forestry in restoration of degraded lands.pptx
Title-Role of forestry in restoration of degraded lands.pptxSagar Chaudhary
 
See How do animals kill their prey for food
See How do animals kill their prey for foodSee How do animals kill their prey for food
See How do animals kill their prey for fooddrsk203
 
World Environment Day PPT slides for Earth DAy arpil 2022
World Environment Day PPT slides for Earth DAy arpil 2022World Environment Day PPT slides for Earth DAy arpil 2022
World Environment Day PPT slides for Earth DAy arpil 2022herebasit
 
التغيرات المناخية وتاثيرها على القطاع الزراعي المصري
التغيرات المناخية وتاثيرها على القطاع الزراعي المصريالتغيرات المناخية وتاثيرها على القطاع الزراعي المصري
التغيرات المناخية وتاثيرها على القطاع الزراعي المصريRawhyaShaheen
 
办理德州理工大学毕业证书TTU文凭学位证书
办理德州理工大学毕业证书TTU文凭学位证书办理德州理工大学毕业证书TTU文凭学位证书
办理德州理工大学毕业证书TTU文凭学位证书zdzoqco
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girlsssuser7cb4ff
 
global trend Chapter 1.presentation power point
global trend Chapter 1.presentation power pointglobal trend Chapter 1.presentation power point
global trend Chapter 1.presentation power pointyohannisyohannis54
 
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEM
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEMINSIDER THREAT PREVENTION IN THE US BANKING SYSTEM
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEMijsc
 
EMP (Environment Management Plan . .pptx
EMP (Environment Management Plan . .pptxEMP (Environment Management Plan . .pptx
EMP (Environment Management Plan . .pptxSarmad Naeem
 
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full NightCall Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Nightssuser7cb4ff
 
Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Open Access Research Paper
 
AI and Ecology - The H4rmony Project.pptx
AI and Ecology - The H4rmony Project.pptxAI and Ecology - The H4rmony Project.pptx
AI and Ecology - The H4rmony Project.pptxNeoV2
 
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书zdzoqco
 
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best ServicesGwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Servicesnajka9823
 

Dernier (20)

办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
 
BIODIVERSITY QUIZ ELIMINATION ROUND.pptx
BIODIVERSITY QUIZ ELIMINATION ROUND.pptxBIODIVERSITY QUIZ ELIMINATION ROUND.pptx
BIODIVERSITY QUIZ ELIMINATION ROUND.pptx
 
FULL ENJOY Call Girls In kashmiri gate (Delhi) Call Us 9953056974
FULL ENJOY Call Girls In  kashmiri gate (Delhi) Call Us 9953056974FULL ENJOY Call Girls In  kashmiri gate (Delhi) Call Us 9953056974
FULL ENJOY Call Girls In kashmiri gate (Delhi) Call Us 9953056974
 
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...
NO1 Certified Rohani Amil In Islamabad Amil Baba in Rawalpindi Kala Jadu Amil...
 
Slide deck for the IPCC Briefing to Latvian Parliamentarians
Slide deck for the IPCC Briefing to Latvian ParliamentariansSlide deck for the IPCC Briefing to Latvian Parliamentarians
Slide deck for the IPCC Briefing to Latvian Parliamentarians
 
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作
Düsseldorf U学位证,杜塞尔多夫大学毕业证书1:1制作
 
Title-Role of forestry in restoration of degraded lands.pptx
Title-Role of forestry in restoration of degraded lands.pptxTitle-Role of forestry in restoration of degraded lands.pptx
Title-Role of forestry in restoration of degraded lands.pptx
 
See How do animals kill their prey for food
See How do animals kill their prey for foodSee How do animals kill their prey for food
See How do animals kill their prey for food
 
World Environment Day PPT slides for Earth DAy arpil 2022
World Environment Day PPT slides for Earth DAy arpil 2022World Environment Day PPT slides for Earth DAy arpil 2022
World Environment Day PPT slides for Earth DAy arpil 2022
 
التغيرات المناخية وتاثيرها على القطاع الزراعي المصري
التغيرات المناخية وتاثيرها على القطاع الزراعي المصريالتغيرات المناخية وتاثيرها على القطاع الزراعي المصري
التغيرات المناخية وتاثيرها على القطاع الزراعي المصري
 
办理德州理工大学毕业证书TTU文凭学位证书
办理德州理工大学毕业证书TTU文凭学位证书办理德州理工大学毕业证书TTU文凭学位证书
办理德州理工大学毕业证书TTU文凭学位证书
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
 
global trend Chapter 1.presentation power point
global trend Chapter 1.presentation power pointglobal trend Chapter 1.presentation power point
global trend Chapter 1.presentation power point
 
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEM
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEMINSIDER THREAT PREVENTION IN THE US BANKING SYSTEM
INSIDER THREAT PREVENTION IN THE US BANKING SYSTEM
 
EMP (Environment Management Plan . .pptx
EMP (Environment Management Plan . .pptxEMP (Environment Management Plan . .pptx
EMP (Environment Management Plan . .pptx
 
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full NightCall Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
 
Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...
 
AI and Ecology - The H4rmony Project.pptx
AI and Ecology - The H4rmony Project.pptxAI and Ecology - The H4rmony Project.pptx
AI and Ecology - The H4rmony Project.pptx
 
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书
办理英属哥伦比亚大学毕业证成绩单|购买加拿大UBC文凭证书
 
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best ServicesGwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Gwalior Call Girls 7001305949 WhatsApp Number 24x7 Best Services
 

Flooding, public parks, & marshes

  • 1. Flooding, Public Parks, & Marshes | Daniel Cazap | Paul Cho | Joe McLaughlin | Radu Stancut | Christopher Tull Spatial Analytics Final Project 5.13.2015
  • 2. In response to the unforeseen damages from Hurricane Sandy, New York State announced a program pursuant to which the State would purchase highly vulnerable properties, tear down existing structures, and convert such properties into permanent open space. Resiliency Initiative
  • 3. Can we create a tool to help New York State find groupings of “at risk” properties that qualify for its Smart Home Buyout Program? Problem Statement
  • 4. ● Program budget limited to $171 million ● Absence of data about individual housing units that sustained damage ● Real world constraints and externalities (Resident consent, property proximity) Constraints
  • 5. NYC Floodplain from ‘FEMA’ Building ‘Basemap’: Floodplain
  • 6. Building Age Lot Type Land Usage Number of Floors Proximity Code Owner Before 1983 Waterfront, Island, or Submerged Vacancy Detached Housing One and Two Story Homes + City, State, Federal Observed Attributes
  • 7. Wetlands in New York State from ‘National Wetlands Inventory’ Clip ‘Wetlands’ for New York City Building ‘Basemap’: Wetlands [Marshes]
  • 8. Waterfront Parks + PAWS (Publicly Accessible Waterfront Spaces) + Parks Building ‘Basemap’: Parks
  • 9. Site Selection: Criteria Identify high-risk properties: ● Far from existing parks ○ Provide recreation space ○ Improve park equity ● Near existing wetlands ○ Minimize habitat fragmentation ○ Promote species diversity Lehtinen, R. M., Galatowitsch, S. M., & Tester, J. R. (1999). Consequences of habitat loss and fragmentation for wetland amphibian assemblages.Wetlands, 19(1), 1-12.
  • 10. Site Selection: Result > 1700 ft. from a park AND < 1000 ft. from a wetland
  • 11. Region of Interest: Hamilton Beach, Queens ● High-risk, single-family homes ● Next to existing wetland ● Relatively inexpensive land ($26.6M based on Zillow zestimates)
  • 14. Identified by Both Tools Parks and Marshland Proximity Tool Factory Proximity Tool
  • 17. Conclusions & Next Steps ➢ Floods are real and costly risks faced by many NY’ers; Paid for by all. ➢ Limited Green Space ➢ Marshes Mitigate Industrial Runoff ➢ An opportunity for synergy ➢ The real world is messier than this analysis, especially when dealing with people’s homes.
  • 18. Thank you / Q & A